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Jianjing Li

Shandong University

27 Shanda Nanlu

South Rd.

Jinan, SD 250100

China

SCHOLARLY PAPERS

4

DOWNLOADS

135

TOTAL CITATIONS

0

Scholarly Papers (4)

Microgrid Planning in Time-Division Coupling Mode for Local Consumption of Res: A Nested Reinforcement Learning-Distributionally Robust Optimization

Number of pages: 28 Posted: 05 Aug 2025
Shandong University, Shandong University, Shandong University, Shandong University, Shandong University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 31 (1,356,108)

Abstract:

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Clever power distributor, deep reinforcement learning, microgrid planning, renewable energy sources, time-division coupling.

Microgrid Planning in Time-Division Coupling Mode for Local Consumption of Res: A Nested Reinforcement Learning-Distributionally Robust Optimization

Number of pages: 23 Posted: 23 Jul 2025
Shandong University, Shandong University, Shandong University, Shandong University, Shandong University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 20 (1,513,226)

Abstract:

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Clever power distributor, deep reinforcement learning, microgrid planning, renewable energy sources, time-division coupling.

2.

Joint Planning of Electricity-Hydrogen-Hcng System with Seasonal Hydrogen Storage: A Scenario Decomposition – Reconfigurable Uncertainty Optimization Method

Number of pages: 27 Posted: 23 Feb 2025
Shandong University, Shandong University, Naval University of Engineering, Shandong University, Tsinghua University and Shandong University
Downloads 38 (1,222,651)

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Contrast learning, coordinated planning, HCNG, uncertainty optimization, scenario decomposition, seasonal hydrogen storage

3.

A Stability-Oriented Expansion Planning of Active Distribution Networks with High Pv Penetration by Coordinating Multiple Flexible Resources

Number of pages: 30 Posted: 21 Dec 2023
Jianjing Li, Kai Sun, Bo Sun and Fan Li
Shandong University, Tsinghua University, Shandong University and Shandong University
Downloads 27 (1,359,097)

Abstract:

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High-penetration photovoltaics, Active distribution network, Bi-level expansion planning, WGAN-GP

4.

Bi-Level Coordinated Expansion Planning of High-Pv-Penetration Active Distribution Networks Incorporating Multiple Flexible Resources Considering Wgan-Gp-Based Uncertainty Generation

Number of pages: 11 Posted: 24 Jul 2024
Jianjing Li, Kai Sun, Bo Sun and Fan Li
Shandong University, Tsinghua University, Shandong University and Shandong University
Downloads 19 (1,459,862)

Abstract:

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High-penetration photovoltaics, active distribution network, network planning,uncertainty, WGAN-GP,